Using Deep Learning to Distinguish Highly Malignant Uveal Melanoma from Benign Choroidal Nevi.

Background: This study aimed to evaluate the potential of human-machine interaction (HMI) in a deep learning software for discerning the malignancy of choroidal melanocytic lesions based on fundus photographs. Methods: The study enrolled individuals diagnosed with a choroidal melanocytic lesion at a tertiary clinic between 2011 and 2023, resulting in a cohort of 762 eligible cases. A deep learning-based assistant integrated into the software underwent training using a dataset comprising 762 color fundus photographs (CFPs) of choroidal lesions captured by various fundus cameras. The dataset was categorized into benign nevi, untreated choroidal melanomas, and irradiated choroidal melanomas. The reference standard for evaluation was established by retinal specialists using multimodal imaging. Trinary and binary models were trained, and their classification performance was evaluated on a test set consisting of 100 independent images. The discriminative performance of deep learning models was evaluated based on accuracy, recall, and specificity. Results: The final accuracy rates on the independent test set for multi-class and binary (benign vs. malignant) classification were 84.8% and 90.9%, respectively. Recall and specificity ranged from 0.85 to 0.90 and 0.91 to 0.92, respectively. The mean area under the curve (AUC) values were 0.96 and 0.99, respectively. Optimal discriminative performance was observed in binary classification with the incorporation of a single imaging modality, achieving an accuracy of 95.8%. Conclusions: The deep learning models demonstrated commendable performance in distinguishing the malignancy of choroidal lesions. The software exhibits promise for resource-efficient and cost-effective pre-stratification.

Exploring the Impact of Saccharin on Neovascular Age-Related Macular Degeneration: A Comprehensive Study in Patients and Mice.

Purpose: We aimed to determine the impact of artificial sweeteners (AS), especially saccharin, on the progression and treatment efficacy of patients with neovascular age-related macular degeneration (nAMD) under anti-vascular endothelial growth factor (anti-VEGF-A) treatment. Methods: In a cross-sectional study involving 46 patients with nAMD undergoing intravitreal anti-VEGF therapy, 6 AS metabolites were detected in peripheral blood using liquid chromatography - tandem mass spectrometry (LC-MS/MS). Disease features were statistically tested against these metabolite levels. Additionally, a murine choroidal neovascularization (CNV) model, induced by laser, was used to evaluate the effects of orally administered saccharin, assessing both imaging outcomes and gene expression patterns. Polymerase chain reaction (PCR) methods were used to evaluate functional expression of sweet taste receptors in a retinal pigment epithelium (RPE) cell line. Results: Saccharin levels in blood were significantly higher in patients with well-controlled CNV activity (P = 0.004) and those without subretinal hyper-reflective material (P = 0.015). In the murine model, saccharin-treated mice exhibited fewer leaking laser scars, lesser occurrence of bleeding, smaller fibrotic areas (P < 0.05), and a 40% decrease in mononuclear phagocyte accumulation (P = 0.06). Gene analysis indicated downregulation of inflammatory and VEGFR-1 response genes in the treated animals. Human RPE cells expressed taste receptor type 1 member 3 (TAS1R3) mRNA and reacted to saccharin stimulation with changes in mRNA expression. Conclusions: Saccharin appears to play a protective role in patients with nAMD undergoing intravitreal anti-VEGF treatment, aiding in better pathological lesion control and scar reduction. The murine study supports this observation, proposing saccharin's potential in mitigating pathological VEGFR-1-induced immune responses potentially via the RPE sensing saccharin in the blood stream.

Systemic Blood Proteome Patterns Reflect Disease Phenotypes in Neovascular Age-Related Macular Degeneration.

There is early evidence of extraocular systemic signals effecting function and morphology in neovascular age-related macular degeneration (nAMD). The prospective, cross-sectional BIOMAC study is an explorative investigation of peripheral blood proteome profiles and matched clinical features to uncover systemic determinacy in nAMD under anti-vascular endothelial growth factor intravitreal therapy (anti-VEGF IVT). It includes 46 nAMD patients stratified by the level of disease control under ongoing anti-VEGF treatment. Proteomic profiles in peripheral blood samples of every patient were detected with LC-MS/MS mass spectrometry. The patients underwent extensive clinical examination with a focus on macular function and morphology. In silico analysis includes unbiased dimensionality reduction and clustering, a subsequent annotation of clinical features, and non-linear models for recognition of underlying patterns. The model assessment was performed using leave-one-out cross validation. The findings provide an exploratory demonstration of the link between systemic proteomic signals and macular disease pattern using and validating non-linear classification models. Three main results were obtained: (1) Proteome-based clustering identifies two distinct patient subclusters with the smaller one (n = 10) exhibiting a strong signature for oxidative stress response. Matching the relevant meta-features on the individual patient's level identifies pulmonary dysfunction as an underlying health condition in these patients. (2) We identify biomarkers for nAMD disease features with Aldolase C as a putative factor associated with superior disease control under ongoing anti-VEGF treatment. (3) Apart from this, isolated protein markers are only weakly correlated with nAMD disease expression. In contrast, applying a non-linear classification model identifies complex molecular patterns hidden in a high number of proteomic dimensions determining macular disease expression. In conclusion, so far unconsidered systemic signals in the peripheral blood proteome contribute to the clinically observed phenotype of nAMD, which should be examined in future translational research on AMD.

Treatment of neovascular age-related macular degeneration: insights into drug-switch real-world from the Berlin Macular Registry.

PURPOSE: Bevacizumab, ranibizumab, and aflibercept are commonly used to treat neovascular age-related macular degeneration (nAMD). The results of various interventional, mostly randomized head-to-head studies, indicate statistical non-inferiority of these three drugs. The results of these studies are often interpreted as the three drugs being freely interchangeable, resulting in some health systems to pressure ophthalmologists to preferentially use the less expensive bevacizumab. This study analyzes switching from aflibercept or ranibizumab to bevacizumab and back under real-world conditions in order to investigate the assumption of interchangeability of the drugs. METHODS: Treatment data of IVT patients with diagnosed nAMD were extracted from the clinical Berlin Macular Registry database. Patients who underwent a drug switch from aflibercept or ranibizumab to bevacizumab were subject of this study. Statistical comparisons were pre-planned for best corrected visual acuity, central retinal thickness, macular volume, and length of injection interval. Additional endpoints were analyzed descriptively. RESULTS: Mean visual acuity decreased from 0.57 ± 0.05 under aflibercept/ranibizumab to 0.68 ± 0.06 logMAR after the switch (P = 0.001; N = 63). CRT increased from 308 ± 11 µm to 336 ± 16 µm (P = 0.011; N = 63). About half of the subjects were switched back: visual acuity increased from 0.69 ± 0.08 logMAR to 0.58 ± 0.09 logMAR (N = 26). CRT decreased from 396 ± 28 to 337 ± 20 µm (N = 28). CONCLUSION: The data provides real-world evidence that there is loss of visual acuity and an increase in retinal edema after switching to bevacizumab. Thus, the assumption of free interchangeability cannot be confirmed in this cohort.

Anti-CD20 therapy for multiple sclerosis-associated uveitis: A case series.

BACKGROUND AND PURPOSE: Approximately 1% of patients with multiple sclerosis (MS) have uveitis, but data on the effects of immunotherapies for MS on MS-associated uveitis are scarce. The aim of this study was to investigate the ophthalmological outcomes in patients with MS-associated uveitis treated with anti-CD20 therapy. METHODS: A retrospective study of 12 eyes of six patients with MS-associated uveitis, refractory to previous immunotherapies, was conducted. Uveitis activity was assessed before initiation of anti-CD20 therapy and at regular follow-up visits. Primary outcome measures were: vitreous haze score; retinal vasculitis score, determined on fluorescein angiography images; macular edema, as quantified by central retinal thickness (CRT) on optical coherence tomography; and visual acuity (VA). Secondary outcomes included number of annualized uveitis or MS relapses, disease activity on cerebral magnetic resonance imaging (cMRI) and Expanded Disability Status Scale (EDSS) score. RESULTS: After a median (interquartile range [IQR]) treatment time of 28.5 (8-43) months, anti-CD20 therapy was associated with an improvement of vitreous haze score (p = 0.002), retinal vasculitis score (p = 0.001), CRT (p = 0.002), and VA (p = 0.007). The median (IQR) annualized uveitis relapse rate declined from 0.59 (0.56-0.94) before to 0 (0-0.49) after the start of anti-CD20 therapy. The median (IQR) annualized MS relapse rate declined from 0.62 (0.26-2.84) before to 0 (0-0) after the start of anti-CD20 therapy. After initiation of anti-CD20 therapy, there was no disease activity on cMRI, and EDSS score improved (n = 2) or remained stable (n = 4). No severe adverse events were observed. CONCLUSION: These findings suggest that anti-CD20 therapy may be a valuable treatment option for MS-associated uveitis.

Behavior of SD-OCT Detectable Hyperreflective Foci in Diabetic Macular Edema Patients after Therapy with Anti-VEGF Agents and Dexamethasone Implants.

PURPOSE: Diabetic macular edema (DME) is the most common cause of blindness in the working-age population. Spectral-domain optical coherence tomography (SD-OCT) allows detection and monitoring of the edema and a detailed analysis of the retinal structure. Hyperreflective foci (HF) are small, circumscribed lesions on OCT, and their origin is yet to be determined. Our study was aimed to shed light on HF pathophysiology, by analyzing their number and location in DME patients at baseline and after therapy. METHODS: A prospective, observational study on 59 eyes of 51 DME patients who were treated with antivascular endothelial growth factor (VEGF) therapy (VEGF group, n = 40 eyes) or dexamethasone implant (DEX group, n = 19). HF and hard exudates (HE) were discriminated by their appearance on fundus photographs and their size on OCT. Quantity and location of HF and HE were analyzed at baseline and after therapy. RESULTS: DME decreased in 75% of patients in the VEGF (455.5 µm vs. 380.8 µm, p = 0.02) and in 95% of patients in the DEX group (471.6 µm vs. 381.9 µm, p = 0.007). The number of foci decreased in 62.5% of patients after anti-VEGF (130.6 vs. 111.1, p = 0.07) and in 68% of patients after dexamethasone injection ((123.4 vs. 94.9, p = 0.02) 5.1). A subgroup of 15% of eyes, all treated with anti-VEGF, showed accumulation of larger HF in outer retinal layers to visible HE during DME resolution, whereas smaller HF, found in all retinal layers, remained unchanged. There was a trend towards a dynamic shift of the foci from inner to outer retinal layers. CONCLUSION: The dynamic rearrangement of the small HF and their slightly greater reduction after anti-inflammatory therapy suggest inflammatory cells as their origin, whereas larger HF in the outer retinal layers correspond to microexudates. Furthermore, we found a more favourable outcome in patients with HF after treatment with dexamethasone implants compared to anti-VEGF agents.

Findings and Graduation of Sarcoidosis-Related Uveitis: A Single-Center Study.

Ocular involvement is present in up to 79% of sarcoid patients. Uveitis is the main ocular manifestation and presents as a chronic intraocular inflammatory condition with potentially detrimental effects on visual acuity and quality of life. This retrospective study was conducted to explore the incidence and characteristics of ocular sarcoidosis in a single tertiary ophthalmology center. Medical records of 84 patients presenting between June 2007 and March 2021 were analyzed. Based on the "International Workshop on Ocular Sarcoidosis" (IWOS) criteria, ocular sarcoidosis was determined as: definite (n = 24; 28.6%), presumed (n = 33; 39.3%), probable (n = 10; 11.9%), and indefinite (n = 17; 20.2%) in our study population. In 43.9% of the definite and presumed cases, the eye was primarily affected. In addition to specific ocular findings, the diagnosis was supported by biopsy (28.6%) and chest x-ray or computer tomography (66.7%). Moreover, an increased soluble interleukin-2 receptor (sIL-2R) expression (76.2%), elevated angiotensin-converting enzyme (ACE) levels (34.8%), and lymphocytopenia (35.1%) were valuable laboratory findings. Co-affected organs were lungs (60.7%), skin (15.5%), and central nervous system (8.3%). Our findings support the prominent role of the eye in the early detection of sarcoidosis. In addition to the IWOS criteria, sIL-2R, in particular, was shown to be relevant in establishing the diagnosis.

[Pharmacotherapy of Non-neovascular AMD]. / Medikamentöse Therapieansätze für die nicht neovaskuläre AMD.

BACKGROUND: Non-neovascular age-related macular degeneration (AMD) is not yet treatable. This article summarises current clinical research approaches. The reasons for the current lack of success are analysed. METHODS: Literature and databank search. RESULTS: The number of therapeutic approaches and mechanisms is limited. Only reduction in lipofuscin containing deposits is specific for AMD. Further approaches include modulation of inflammation and neuroprotection. Confirmatory studies have failed to demonstrate efficacy in AMD, i.e. slowing or stopping AMD progression. DISCUSSION: To increase the probability of success for future developments, the pharmacological target space needs to be broadened. This may be achieved by application of molecular network analyses. As visual acuity is commonly not primarily affected by non-neovascular AMD, research on patient perspective is required to define reasonable target profiles for future therapies.

[Peripheral Ischemia in Diabetic Retinopathy and Retinal Vein Occlusion: New Insights with Ultra-Wide-Angle Fundus Imaging and Wide-Angle Fluorescein Angiography]. / Periphere Ischämie bei diabetischer Retinopathie und retinalen Venenthrombosen: neue Einblicke durch die Ultraweitwinkelfundusfotografie und Weitwinkelangiografie.

BACKGROUND: In several diseases such as diabetic retinopathy and retinal vein occlusion, relevant pathophysiological changes take place in the retinal periphery. These changes may determine the prognosis and outcomes of therapy. Recent ultra-wide-angle camera systems promise improved and simplified visualisation of the outer periphery of the retina. This could potentially lead to novel clinical applications of these methods, with potential impact on therapy decisions. MATERIAL AND METHODS: Literature and database research on ultra-wide imaging for diabetic retinopathy and retinal vein occlusion. RESULTS: With ultra-wide-angle angiography, it is possible to visualise up to 3.2-fold more retinal surface than conventional 7SF images (7SF: 7 standard field). Initial studies imply that diabetic changes can be found outside of the boundaries of the 7SF images. Patients with central vein occlusion have more extended and severe macular oedema and poorer visual acuity if ischemia of the periphery is more pronounced (measured by the ischemic index [ISI]). The amount of ischemia influences the size of the macular oedema, its resolution under therapy and the number of anti-VEGF injections needed to treat it. DISCUSSION: Ultra-wide-angle camera systems allow visualisation of the peripheral retina outside the boundaries of standard methods. Initial studies have detected potentially relevant changes in the outer periphery, which would have been missed by 7SF. Nevertheless, there have been no systematic studies on the relevance of these changes with regards to prognosis and therapeutic decisions.

BetaB2-crystallin mutations associated with cataract and glaucoma leads to mitochondrial alterations in lens epithelial cells and retinal neurons.

Crystallin proteins are the most prominent protein of the lens and have been increasingly shown to play critical roles in other tissues, especially the retina. Members of all 3 sub-families of crystallins, alpha-, beta- and gamma-crystallins have been reported in the retina during diabetes, traumatic injury and other retinal diseases. While their specific role in the retina is still unclear and may vary, beta-crystallin proteins have been shown to play a critical role in ganglion cell survival following trauma. We recently reported the correlation between a gene conversion in the betaB2-crystallin gene and a phenotype of familial congenital cataract. Interestingly, in half of the patients, this phenotype was associated with glaucoma. Taken together, these data suggested that the mutations we recently reported could have an impact on the role of betaB2-crystallin in both lens epithelial cells and retinal neurons. Consistent with this hypothesis, we show in the current study that the gene conversion leading to an amino acid conversion lead to a loss of solubility and a change of subcellular localization of betaB2-crystallin in both cell types. While the overall observations were similar in both cell types, there were some important nuances between them, suggesting different roles and regulation of betaB2-crystallin in lens cells versus retinal neurons. The data reported in this study strongly support a significant role of betaB2-crystallin in both lenticular and retinal ocular tissues and warrant further analysis of its regulation and its impact not only in cataract formation but also in retinal neurodegenerative diseases.

Rituximab preserves vision in ocular mucous membrane pemphigoid.

OBJECTIVE: To study the effectiveness and safety of anti-CD20 B-cell antibody rituximab (RTX) in the treatment of ocular mucous membrane pemphigoid (MMP). METHODS: Retrospective analysis of six MMP patients receiving RTX with or without concomitant immunosuppression. RTX was administered as a high dose regimen (1000 mg/infusion, day 0 and day 14/cycle). Five patients received more than one cycle. Main outcome measure was the treatment response, defined as complete remission (CR) or partial remission (PR), monitored at 16 and 24 weeks. As secondary outcome measure, drug-related adverse events were evaluated. RESULTS: All patients responded within 16 weeks. Initial treatment response vanished in five of six patients at a mean of 10 months (± 4.4 standard deviation [SD]). A second cycle was initiated thereafter (interval 12 months ± 6.4 SD) resulting in CR in two of five and PR in three of five patients. One patient stabilized only when additional immunosuppression was initiated. Mean follow up was 22 months (± 8.2 SD).Two individuals experienced infusion reactions. CONCLUSIONS: Our study adds long-term data to the very limited experience with biologicals in MMP, indicating that RTX is a promising option for patients with advanced disease. We report for the first time the high dose regimen of RTX applied in a consecutive series.

Chloroquine activates the p53 pathway and induces apoptosis in human glioma cells.

Glioblastoma is the most common malignant brain tumor in adults. The currently available treatments offer only a palliative survival advantage and the need for effective treatments remains an urgent priority. Activation of the p53 growth suppression/apoptotic pathway is one of the promising strategies in targeting glioma cells. We show that the quinoline derivative chloroquine activates the p53 pathway and suppresses growth of glioma cells in vitro and in vivo in an orthotopic (U87MG) human glioblastoma mouse model. Induction of apoptosis is one of the mechanisms underlying the effects of chloroquine on suppressing glioma cell growth and viability. siRNA-mediated downregulation of p53 in wild-type but not mutant p53 glioblastoma cells substantially impaired chloroquine-induced apoptosis. In addition to its p53-activating effects, chloroquine may also inhibit glioma cell growth via p53-independent mechanisms. Our results clarify the mechanistic basis underlying the antineoplastic effect of chloroquine and reveal its therapeutic potential as an adjunct to glioma chemotherapy.